Single-cell transcriptomics uncovers distinct molecular signatures of stem cells in chronic myeloid leukemia
Alice Giustacchini1,2, Supat Thongjuea1,2, Nikolaos Barkas1,2
1MRC Molecular Hematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK.
Abstract:
Recent advances in single-cell transcriptomics are ideally placed to unravel intratumoral heterogeneity and selective resistance of cancer stem cell (SC) subpopulations to molecularly targeted cancer therapies. However, current single-cell RNA-sequencing approaches lack the sensitivity required to reliably detect somatic mutations. We developed a method that combines high-sensitivity mutation detection with whole-transcriptome analysis of the same single cell. We applied this technique to analyze more than 2,000 SCs from patients with chronic myeloid leukemia (CML) throughout the disease course, revealing heterogeneity of CML-SCs, including the identification of a subgroup of CML-SCs with a distinct molecular signature that selectively persisted during prolonged therapy. Analysis of nonleukemic SCs from patients with CML also provided new insights into cell-extrinsic disruption of hematopoiesis in CML associated with clinical outcome. Furthermore, we used this single-cell approach to identify a blast-crisis-specific SC population, which was also present in a subclone of CML-SCs during the chronic phase in a patient who subsequently developed blast crisis. This approach, which might be broadly applied to any malignancy, illustrates how single-cell analysis can identify subpopulations of therapy-resistant SCs that are not apparent through cell-population analysis.
Insights
This study introduces a novel single-cell method to detect mutations and analyze gene expression simultaneously. It reveals therapy-resistant cancer stem cells (CSCs) in chronic myeloid leukemia (CML), offering insights into disease progression and treatment strategies.
Area of Science:
- Hematology
- Oncology
- Genomics
Background:
- Single-cell transcriptomics can reveal cancer stem cell (SC) heterogeneity and therapy resistance.
- Current methods lack sensitivity for detecting somatic mutations in single cells.
- Understanding intratumoral heterogeneity is crucial for developing effective cancer therapies.
Purpose of the Study:
- To develop a sensitive method for simultaneous mutation detection and whole-transcriptome analysis in single cells.
- To investigate chronic myeloid leukemia stem cell (CML-SC) heterogeneity and therapy resistance.
- To explore cell-extrinsic disruptions in hematopoiesis in CML.
Main Methods:
- Development of a novel technique combining high-sensitivity mutation detection with whole-transcriptome analysis of single cells.
- Application of the technique to analyze over 2,000 SCs from CML patients across the disease course.
- Analysis of nonleukemic SCs from CML patients.
Main Results:
- Identification of CML-SC heterogeneity, including a distinct subgroup persisting during therapy.
- Discovery of a blast-crisis-specific SC population also present in a chronic-phase subclone.
- New insights into cell-extrinsic disruption of hematopoiesis in CML linked to clinical outcomes.
Conclusions:
- The developed single-cell approach enables sensitive mutation detection and transcriptomic analysis.
- This method can identify therapy-resistant SC subpopulations previously undetectable by bulk analysis.
- The findings have broad applicability for identifying resistant SCs in various malignancies.
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